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bert-base-finewebs-801k/scandeval_benchmark_results.jsonl
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{"dataset": "conll-en", "task": "named-entity-recognition", "dataset_languages": ["en"], "model": "model-garden-lms/bert-base-finewebs-801k", "results": {"raw": {"test": [{"test_loss": 0.10602151602506638, "test_micro_f1_no_misc": 0.8807541871427138, "test_micro_f1": 0.8767002296414061, "test_runtime": 3.486, "test_samples_per_second": 587.495, "test_steps_per_second": 18.359}, {"test_loss": 0.1123809814453125, "test_micro_f1_no_misc": 0.897117770566902, "test_micro_f1": 0.8929392726343582, "test_runtime": 3.4725, "test_samples_per_second": 589.774, "test_steps_per_second": 18.43}, {"test_loss": 0.09791994094848633, "test_micro_f1_no_misc": 0.8984720546843586, "test_micro_f1": 0.8962379702537182, "test_runtime": 2.9681, "test_samples_per_second": 689.993, "test_steps_per_second": 21.562}, {"test_loss": 0.11808282881975174, "test_micro_f1_no_misc": 0.8788177339901477, "test_micro_f1": 0.876193724420191, "test_runtime": 3.2357, "test_samples_per_second": 632.93, "test_steps_per_second": 19.779}, {"test_loss": 0.11180280894041061, "test_micro_f1_no_misc": 0.8842065657040731, "test_micro_f1": 0.877923795354988, "test_runtime": 3.1858, "test_samples_per_second": 642.848, "test_steps_per_second": 20.089}, {"test_loss": 0.10861361026763916, "test_micro_f1_no_misc": 0.8859769215724623, "test_micro_f1": 0.8836569857363809, "test_runtime": 3.4836, "test_samples_per_second": 587.898, "test_steps_per_second": 18.372}, {"test_loss": 0.1225791722536087, "test_micro_f1_no_misc": 0.8883924037778004, "test_micro_f1": 0.8876683203401842, "test_runtime": 3.4873, "test_samples_per_second": 587.281, "test_steps_per_second": 18.353}, {"test_loss": 0.09829345345497131, "test_micro_f1_no_misc": 0.8875648664232173, "test_micro_f1": 0.8887550546330552, "test_runtime": 3.4394, "test_samples_per_second": 595.449, "test_steps_per_second": 18.608}, {"test_loss": 0.10230980068445206, "test_micro_f1_no_misc": 0.8916598528209322, "test_micro_f1": 0.8895017793594306, "test_runtime": 3.0502, "test_samples_per_second": 671.442, "test_steps_per_second": 20.983}, {"test_loss": 0.11698351055383682, "test_micro_f1_no_misc": 0.8993464052287582, "test_micro_f1": 0.8906030855539971, "test_runtime": 3.5852, "test_samples_per_second": 571.231, "test_steps_per_second": 17.851}]}, "total": {"test_micro_f1_no_misc": 88.92308761911364, "test_micro_f1_no_misc_se": 0.45048016357802023, "test_micro_f1": 88.60180217927709, "test_micro_f1_se": 0.4383444718754016}}, "num_model_parameters": 135849472, "max_sequence_length": 512, "vocabulary_size": 64000, "generative": false, "few_shot": true, "validation_split": false, "scandeval_version": "13.3.0"}
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{"dataset": "sst5", "task": "sentiment-classification", "dataset_languages": ["en"], "model": "model-garden-lms/bert-base-finewebs-801k", "results": {"raw": {"test": [{"test_loss": 0.5956248044967651, "test_mcc": 0.6067018934212091, "test_macro_f1": 0.6396991147697418, "test_runtime": 1.4614, "test_samples_per_second": 1401.422, "test_steps_per_second": 43.794}, {"test_loss": 0.6780555248260498, "test_mcc": 0.5649679081920507, "test_macro_f1": 0.6506951903568445, "test_runtime": 1.4864, "test_samples_per_second": 1377.825, "test_steps_per_second": 43.057}, {"test_loss": 0.6569117307662964, "test_mcc": 0.5589146622015233, "test_macro_f1": 0.6110628737451799, "test_runtime": 1.5034, "test_samples_per_second": 1362.277, "test_steps_per_second": 42.571}, {"test_loss": 0.6247475147247314, "test_mcc": 0.6026923771759898, "test_macro_f1": 0.5838622507790974, "test_runtime": 1.5105, "test_samples_per_second": 1355.799, "test_steps_per_second": 42.369}, {"test_loss": 0.6668496131896973, "test_mcc": 0.5496508360519808, "test_macro_f1": 0.5652760189970727, "test_runtime": 1.532, "test_samples_per_second": 1336.808, "test_steps_per_second": 41.775}, {"test_loss": 0.651705265045166, "test_mcc": 0.5757628581237012, "test_macro_f1": 0.602714794226061, "test_runtime": 1.4847, "test_samples_per_second": 1379.37, "test_steps_per_second": 43.105}, {"test_loss": 0.6525957584381104, "test_mcc": 0.5748404415397342, "test_macro_f1": 0.6487015129083714, "test_runtime": 1.5051, "test_samples_per_second": 1360.741, "test_steps_per_second": 42.523}, {"test_loss": 0.6350164413452148, "test_mcc": 0.580124553151918, "test_macro_f1": 0.6014040560231808, "test_runtime": 1.502, "test_samples_per_second": 1363.479, "test_steps_per_second": 42.609}, {"test_loss": 0.6570346355438232, "test_mcc": 0.5732717497990178, "test_macro_f1": 0.5715907868186709, "test_runtime": 1.4998, "test_samples_per_second": 1365.487, "test_steps_per_second": 42.671}, {"test_loss": 0.6460175514221191, "test_mcc": 0.5772992177070464, "test_macro_f1": 0.6049479683664918, "test_runtime": 1.5104, "test_samples_per_second": 1355.917, "test_steps_per_second": 42.372}]}, "total": {"test_mcc": 57.64226497364171, "test_mcc_se": 1.091035614439099, "test_macro_f1": 60.79954566990713, "test_macro_f1_se": 1.883149029094676}}, "num_model_parameters": 135849472, "max_sequence_length": 512, "vocabulary_size": 64000, "generative": false, "few_shot": true, "validation_split": false, "scandeval_version": "13.3.0"}
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{"dataset": "scala-en", "task": "linguistic-acceptability", "dataset_languages": ["en"], "model": "model-garden-lms/bert-base-finewebs-801k", "results": {"raw": {"test": [{"test_loss": 0.5219502449035645, "test_mcc": 0.5114604939290934, "test_macro_f1": 0.7472706155632984, "test_runtime": 1.7207, "test_samples_per_second": 1190.236, "test_steps_per_second": 37.195}, {"test_loss": 0.466178834438324, "test_mcc": 0.6113477500364018, "test_macro_f1": 0.7995532664363549, "test_runtime": 1.7465, "test_samples_per_second": 1172.635, "test_steps_per_second": 36.645}, {"test_loss": 0.45187196135520935, "test_mcc": 0.6406875299528229, "test_macro_f1": 0.8089021125466668, "test_runtime": 1.7303, "test_samples_per_second": 1183.585, "test_steps_per_second": 36.987}, {"test_loss": 0.4903520345687866, "test_mcc": 0.5481240671357523, "test_macro_f1": 0.7673396606269773, "test_runtime": 1.7137, "test_samples_per_second": 1195.074, "test_steps_per_second": 37.346}, {"test_loss": 0.4473652243614197, "test_mcc": 0.6191656687074792, "test_macro_f1": 0.8038716738491005, "test_runtime": 1.7001, "test_samples_per_second": 1204.636, "test_steps_per_second": 37.645}, {"test_loss": 0.602358341217041, "test_mcc": 0.4047239974863455, "test_macro_f1": 0.6837495015314651, "test_runtime": 1.7489, "test_samples_per_second": 1171.039, "test_steps_per_second": 36.595}, {"test_loss": 0.5073001980781555, "test_mcc": 0.6173266199394986, "test_macro_f1": 0.7963481613852774, "test_runtime": 1.7561, "test_samples_per_second": 1166.245, "test_steps_per_second": 36.445}, {"test_loss": 0.5137450695037842, "test_mcc": 0.5182161305275256, "test_macro_f1": 0.7383647798742139, "test_runtime": 1.784, "test_samples_per_second": 1147.988, "test_steps_per_second": 35.875}, {"test_loss": 0.5742635726928711, "test_mcc": 0.47482985019480956, "test_macro_f1": 0.686508859798435, "test_runtime": 1.7326, "test_samples_per_second": 1182.06, "test_steps_per_second": 36.939}, {"test_loss": 0.5542786121368408, "test_mcc": 0.4816253310202356, "test_macro_f1": 0.7164913030107967, "test_runtime": 1.7576, "test_samples_per_second": 1165.232, "test_steps_per_second": 36.414}]}, "total": {"test_mcc": 54.27507438929965, "test_mcc_se": 4.8324064684633985, "test_macro_f1": 75.48399934622584, "test_macro_f1_se": 2.9744693875183756}}, "num_model_parameters": 135849472, "max_sequence_length": 512, "vocabulary_size": 64000, "generative": false, "few_shot": true, "validation_split": false, "scandeval_version": "13.3.0"}
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{"dataset": "squad", "task": "reading-comprehension", "dataset_languages": ["en"], "model": "model-garden-lms/bert-base-finewebs-801k", "results": {"raw": {"test": [{"test_em": 55.30596436870643, "test_f1": 66.83545878909051}, {"test_em": 55.65891472868217, "test_f1": 66.27802447705716}, {"test_em": 56.568778979907265, "test_f1": 67.79628211507845}, {"test_em": 55.218068535825545, "test_f1": 65.36645905081538}, {"test_em": 48.72586872586873, "test_f1": 60.26087359482868}, {"test_em": 50.501156515034694, "test_f1": 60.84639320273729}, {"test_em": 52.99924069855733, "test_f1": 63.37062588575125}, {"test_em": 55.934833204034135, "test_f1": 66.82811853219275}, {"test_em": 54.745098039215684, "test_f1": 66.77595138936161}, {"test_em": 55.66770186335404, "test_f1": 66.55134130817056}]}, "total": {"test_em": 54.132562565918604, "test_em_se": 1.607040573515702, "test_f1": 65.09095283450836, "test_f1_se": 1.6546539108299116}}, "num_model_parameters": 135849472, "max_sequence_length": 512, "vocabulary_size": 64000, "generative": false, "few_shot": true, "validation_split": false, "scandeval_version": "13.3.0"}
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